{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from mikeio import Dfsu, Mesh\n",
    "meshfilename = r\"C:\\Program Files (x86)\\DHI\\2020\\MIKE Zero\\Examples\\MIKE_3\\FlowModel_FM\\ELOS\\Odense_Estuary\\Data\\Bathymetry\\odense_rough.mesh\"\n",
    "\n",
    "msh = Mesh()\n",
    "\n",
    "msh.read(meshfilename)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.PathCollection at 0x168d6bcac48>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.rcParams[\"figure.figsize\"] = (16,12)\n",
    "\n",
    "nc = msh.get_node_coords()\n",
    "\n",
    "plt.scatter(nc[:,0],nc[:,1])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Get a list of land nodes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.PathCollection at 0x168f2045c48>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ncland = msh.get_node_coords(code=1)\n",
    "\n",
    "plt.scatter(ncland[:,0], ncland[:,1])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Get element coordinates"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "ec = msh.get_element_coords()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Calculate distance to closest land node"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "i = 0\n",
    "ne = ec.shape[0]\n",
    "d = np.zeros(ne)\n",
    "\n",
    "for i in range(ne):\n",
    "    d[i] = np.min(np.sqrt((ec[i,0] - ncland[:,0])**2 + (ec[i,1] -ncland[:,1])**2))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(6153077.66681803, 6164499.42751662)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x864 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from matplotlib.patches import Polygon\n",
    "from matplotlib.collections import PatchCollection\n",
    "\n",
    "patches = []\n",
    "\n",
    "for j in range(ne):\n",
    "    nodes = msh._mesh.ElementTable[j]\n",
    "    pcoords = np.empty([nodes.Length, 2])\n",
    "    for i in range(nodes.Length):\n",
    "        nidx = nodes[i] - 1\n",
    "        pcoords[i, :] = nc[nidx,0:2]\n",
    "        \n",
    "    polygon = Polygon(pcoords, True)\n",
    "    patches.append(polygon)\n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "\n",
    "\n",
    "p = PatchCollection(patches, alpha=0.8)\n",
    "\n",
    "p.set_array(d)\n",
    "ax.add_collection(p)\n",
    "fig.colorbar(p, ax=ax)\n",
    "ax.set_xlim(nc[:,0].min(), nc[:,0].max())\n",
    "ax.set_ylim(nc[:,1].min(), nc[:,1].max())\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Store result in a new Dfsu file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1, 654)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = list()\n",
    "data.append(d.reshape(1,-1))\n",
    "\n",
    "data[0].shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "dfs = Dfsu()\n",
    "dfsufilename = r\"distance.dfsu\"\n",
    "dfs.create(meshfilename, dfsufilename, data, names=[\"Distance to land\"])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Clean up"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "os.remove(dfsufilename)"
   ]
  }
 ],
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